ugo

Ugo_Large_Tiled_Aug

Object Detection

Ugo_Large_Tiled_Aug Image Dataset

v2

Ugo_Tiled_Aug_640x640

Generated on Jun 4, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

Dataset Split

Train Set 92%
19368Images
Valid Set 4%
812Images
Test Set 4%
808Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Shear: ±5° Horizontal, ±5° Vertical
Brightness: Between 0% and +14%
Exposure: Between -9% and +9%
Bounding Box: Brightness: Between 0% and +14%